Role and Use of Race in Artificial Intelligence and Machine Learning Models Related to Health.
review · Level V
Where this comes from
- Record sourced from PubMed, PMID 40744520.
- Also identified by DOI 10.2196/73996 and PMC identifier 12327910.
- Licence recorded as CC BY.
- The licence permits redistribution, so the abstract is shown in full and the full text is available from the publisher.
Abstract
The role and use of race within health-related artificial intelligence (AI) and machine learning (ML) models have sparked increasing attention and controversy. Despite the complexity and breadth of related issues, a robust and holistic framework to guide stakeholders in their examination and resolution remains lacking. This perspective provides a broad-based, systematic, and crosscutting landscape analysis of race-related challenges, structured around the AI and ML life cycle and framed through "points to consider" to support inquiry and decision-making.
Medical subject headings
- Artificial Intelligence
- Machine Learning
- Racial Groups